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Generalized linear mixed model with bayesian rank likelihood

Generalized linear mixed model with bayesian rank likelihood

Abstract We consider situations where a model for an ordered categorical response variable is deemed necessary. Standard models may not be suited to perform this analysis, being that the marginal probability effects to a large extent are predetermined by the rigid parametric structure. We propose to use a rank likelihood …